Manmeet Singh
Assistant Professor at Western Kentucky University
Bowling Green, Kentucky, United States
Summary
👤
Senior🎓
Top SchoolManmeet Singh is a geo-data scientist and Assistant Professor with a decade of experience at the intersection of Earth system modeling, nonlinear dynamics, and AI-driven climate science. He develops and applies deep learning and diffusion-based methods for high-resolution weather and soil-moisture forecasts, and has built AI-augmented models for subseasonal-to-seasonal prediction and specialized components for atmosphere, land, and ocean systems. His work spans operationally relevant applications—disaster science, flood and wildfire forecasting, public health impacts, and financial risk from weather—paired with hands-on model development including Fortran-based ESM modules. Trained at IIT Bombay and experienced across premier institutions in India and the U.S., he blends rigorous climate-modeling expertise with modern ML practice. Based in Bowling Green, Kentucky, he continues collaborative research as a Jackson School affiliate while teaching meteorology, reflecting a commitment to translating AI advances into societal resilience. A subtle through-line in his career is moving theory into practice: from phase-synchronization studies of ENSO–monsoon coupling to deployable high-resolution AI forecasting systems.
10 years of coding experience
10 years of employment as a software developer
Bachelor of Engineering (BE) Civil Engineering, Bachelor of Engineering (BE) Civil Engineering at Thapar Institute of Engineering & TechnologyDiploma Earth System Sciences and Climate, Diploma Earth System Sciences and Climate at Indian Institute of Tropical MeteorologyIndian Institute of Technology BombayHigh School, High School at Rosary Senior Secondary School
English, Punjabi
Github Skills (167)
tuple10
audio9
scene-text9
transfer-learning9
tabular9
arabic9
pytorch9
image-text9
structured-data9
mlp9
causal9
controlled9
flux9
computer-vision8
optical-character-recognition8
Programming languages (9)
Github contributions (5)
manmeet3591/gee_lockdown
Aug 2020 - Apr 2022
Contributions:7 commits, 9 pushes, 1 branch in 1 year 8 months
manmeet3591/python_class
Feb 2020 - Sep 2022
This repository contains all the scripts used for the python class for JRFs at IITM
Contributions:240 commits, 229 pushes, 1 branch in 2 years 6 months
tuplepython
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